Kernelized Parameter Sensitivity Atlases for Amortized Conditional Interpretability

Davide Wiest, Ahanaf Hasan Ariq, Abdul Monaf Chowdhury

Gradient-based attribution provides input-specific information about model parameters, but computing it via backpropagation for many samples is expensive, while static importance s…